
As for the global disambiguation model, we firstly define the local context score \(\Psi _{\rm localctx}(e, c)\)  by combining \(\Psi _{\rm long}(e,c)\)  and \(\Psi _{\rm BERT}(e,c)\) .Following [1]} ganea2017deep, we did not integrate the prior score \(\hat{p}(e|m)\)  into the local scoring module of the global disambiguation model.
\(\Psi _{\rm localctx}(e, c) &= f(\Psi _{\rm long}(e, c), \Psi _{\rm BERT}(e, c))\) 
